pre-trained models

See Tensorpack Examples for the implementations. We suggest to download the sha256 checksum as well and check the model by

sha256 -c model.sha256

to verify the weights before using them.

Caffe-Converted

	CPM-original.npz	106 MiB	(sha256)
	alexnet.npz	216 MiB	(sha256)
	vgg16.npz	490 MiB	(sha256)
	vgg19.npz	509 MiB	(sha256)

DeepQNetwork

	DoubleDQN-beam_rider.bin.npz	29 MiB	(sha256)
	DoubleDQN-breakout.bin.npz	29 MiB	(sha256)
	DoubleDQN-ms_pacman.bin.npz	29 MiB	(sha256)
	DoubleDQN-seaquest.bin.npz	29 MiB	(sha256)

DoReFa-Net

	AlexNet-1,1,32.npz	217 MiB	(sha256)
	AlexNet-1,2,6.npz	217 MiB	(sha256)
	AlexNet-1,32,32.npz	217 MiB	(sha256)
	AlexNet-8,8,8.npz	216 MiB	(sha256)
	ResNet-18-14f.npz	40 MiB	(sha256)

FasterRCNN

	COCO-MaskRCNN-R101C41x.npz	196 MiB	(sha256)
	COCO-MaskRCNN-R101FPN1x.npz	225 MiB	(sha256)
	COCO-MaskRCNN-R101FPN3xCasAug.npz	323 MiB	(sha256)
	COCO-MaskRCNN-R101FPN9xGNCasAugScratch.npz	339 MiB	(sha256)
	COCO-MaskRCNN-R50C41x.npz	128 MiB	(sha256)
	COCO-MaskRCNN-R50FPN1xCas.npz	256 MiB	(sha256)
	COCO-MaskRCNN-R50FPN2x.npz	158 MiB	(sha256)
	COCO-MaskRCNN-R50FPN2xGN.npz	160 MiB	(sha256)
	COCO-MaskRCNN-R50FPN4xGNCasAug.npz	266 MiB	(sha256)
	ImageNet-R101-AlignPadding.npz	158 MiB	(sha256)
	ImageNet-R101-GroupNorm32-AlignPadding.npz	157 MiB	(sha256)
	ImageNet-R50-AlignPadding.npz	91 MiB	(sha256)
	ImageNet-R50-GroupNorm32-AlignPadding.npz	88 MiB	(sha256)

GAN

	BEGAN-CelebA.npz	16 MiB	(sha256)
	ConditionalGAN-mnist.npz	38 MiB	(sha256)
	DCGAN-CelebA.npz	34 MiB	(sha256)
	InfoGAN-mnist.npz	47 MiB	(sha256)

HED

	HED_pretrained_bsds.npz	52 MiB	(sha256)
	HED_reproduced.npz	52 MiB	(sha256)

ImageNet-Adversarial-Training

	R152-Denoise.npz	254 MiB	(sha256)
	R152.npz	214 MiB	(sha256)
	X101-DenseDenoise.npz	452 MiB	(sha256)

ImageNetModels

	Inception-BN.npz	165 MiB	(sha256)
	ShuffleNetV1-0.5x-g=8.npz	3.7 MiB	(sha256)
	ShuffleNetV1-1x-g=8.npz	8.8 MiB	(sha256)
	ShuffleNetV2-0.5x.npz	4.9 MiB	(sha256)
	ShuffleNetV2-1x.npz	8.2 MiB	(sha256)
	VGG16.npz	491 MiB	(sha256)

OpenAIGym

	AirRaid-v0.tfmodel	13 MiB	(sha256)
	Alien-v0.tfmodel	13 MiB	(sha256)
	Amidar-v0.tfmodel	13 MiB	(sha256)
	Assault-v0.tfmodel	13 MiB	(sha256)
	Asterix-v0.tfmodel	13 MiB	(sha256)
	Asteroids-v0.tfmodel	13 MiB	(sha256)
	Atlantis-v0.tfmodel	13 MiB	(sha256)
	BankHeist-v0.tfmodel	13 MiB	(sha256)
	BattleZone-v0.tfmodel	13 MiB	(sha256)
	BeamRider-v0.tfmodel	13 MiB	(sha256)
	Berzerk-v0.tfmodel	13 MiB	(sha256)
	Breakout-v0.npz	12 MiB	(sha256)
	Carnival-v0.tfmodel	13 MiB	(sha256)
	Centipede-v0.tfmodel	13 MiB	(sha256)
	ChopperCommand-v0.tfmodel	13 MiB	(sha256)
	CrazyClimber-v0.tfmodel	13 MiB	(sha256)
	DemonAttack-v0.tfmodel	13 MiB	(sha256)
	DoubleDunk-v0.tfmodel	13 MiB	(sha256)
	ElevatorAction-v0.tfmodel	13 MiB	(sha256)
	FishingDerby-v0.tfmodel	13 MiB	(sha256)
	Frostbite-v0.tfmodel	13 MiB	(sha256)
	Gopher-v0.tfmodel	13 MiB	(sha256)
	Gravitar-v0.tfmodel	13 MiB	(sha256)
	IceHockey-v0.tfmodel	13 MiB	(sha256)
	Jamesbond-v0.tfmodel	13 MiB	(sha256)
	JourneyEscape-v0.tfmodel	13 MiB	(sha256)
	Kangaroo-v0.tfmodel	13 MiB	(sha256)
	Krull-v0.tfmodel	13 MiB	(sha256)
	KungFuMaster-v0.tfmodel	13 MiB	(sha256)
	MsPacman-v0.tfmodel	13 MiB	(sha256)
	NameThisGame-v0.tfmodel	13 MiB	(sha256)
	Phoenix-v0.tfmodel	13 MiB	(sha256)
	Pong-v0.npz	12 MiB	(sha256)
	Pooyan-v0.tfmodel	13 MiB	(sha256)
	Qbert-v0.npz	12 MiB	(sha256)
	Riverraid-v0.tfmodel	13 MiB	(sha256)
	RoadRunner-v0.tfmodel	13 MiB	(sha256)
	Robotank-v0.tfmodel	13 MiB	(sha256)
	Seaquest-v0.npz	12 MiB	(sha256)
	SpaceInvaders-v0.tfmodel	13 MiB	(sha256)
	StarGunner-v0.tfmodel	13 MiB	(sha256)
	Tennis-v0.tfmodel	13 MiB	(sha256)
	Tutankham-v0.tfmodel	13 MiB	(sha256)
	UpNDown-v0.tfmodel	13 MiB	(sha256)
	VideoPinball-v0.tfmodel	13 MiB	(sha256)
	WizardOfWor-v0.tfmodel	13 MiB	(sha256)
	Zaxxon-v0.tfmodel	13 MiB	(sha256)

OpticalFlow

	flownet2-c.npz	139 MiB	(sha256)
	flownet2-s.npz	137 MiB	(sha256)
	flownet2.npz	579 MiB	(sha256)

ResNet

	ImageNet-ResNeXt101-32x4d.npz	158 MiB	(sha256)
	ImageNet-ResNet101.npz	158 MiB	(sha256)
	ImageNet-ResNet152.npz	214 MiB	(sha256)
	ImageNet-ResNet18-Preact.npz	41 MiB	(sha256)
	ImageNet-ResNet18.npz	41 MiB	(sha256)
	ImageNet-ResNet34.npz	77 MiB	(sha256)
	ImageNet-ResNet50-SE.npz	100 MiB	(sha256)
	ImageNet-ResNet50.npz	91 MiB	(sha256)

SpatialTransformer

mnist-addition.npz

3.1 MiB

(sha256)

SuperResolution

enet-pat.npz

120 MiB

(sha256)

Visualization

ImageNet-ResNet18-Preact-2xGAP.npz

41 MiB

(sha256)